Sunday, June 19, 2011

Use JPA with MongoDb and Datanucleus

Web applications nowadays have huge demand for data processing, and they need to get them, process them, and displayed them fast. Traditional relational tables and big SQL engines fail to serve that purpose.

NoSQL movement is on the rise. There are huge numbers of alternatives to SQL like BigTable, HBase, CouchDB, Cassandra and MongoDB. They are all fast but you'll need to implement new way to work with them, since all of them have they own query languages. It would be nice that we can use them in similar or same way in our projects, after all ORM layer is there for that to decouple our objects from underlying storage.

MongoDB is one of most popular NoSQL solutions and easiest one to install. For HBase i would had to install cygwin or virtual linux, and still will be hard to confgiure it right. MongoDb is easy, it plays out of the box, just unzip it, and it still offers some nice features like MapReduce, Replication and Sharding.

Datanucleus is one of the leading ORM providers (it is old JPOX project) and they have added support and for JPA. I run in to them after they change name from JPOX when Google chose them to use it for its app engine cloud solution.

In the newest version 3.0m5 of datanucleus, they added support for JPA2 standard and with usual support for all classic RMDBS (Oracle, MySql...) they also added and NoSQL solutions like BigTable, HBase and MongoDB.

So first you will need to install MongoDB from download page, and follow quick start.

But in short you download zip, unzip it.
Create /data/db folder in your root, and you are erady.

Start MongoDB server by going to bin folder and type mongod.

Next you should start mongo shell and test is your MongoDB is working. Go to bin and start mongo.

To list dbs, use
> show dbs

To change db
> use db_name

To list collections/tables in db
> show collections

To add values in
> db.collection_name.insert( { a : 1 } )

To list all values in collection
> db.collection_name.find()

To remove all values in collection
> db.collection_name.remove()

To create small JPA and MongoDB project you can download datanucleus access platform for mongodb from here.

If you use eclipse you can find there and datanucleus plugin that will help you enchance your entities.

Create first small entity called person.

import javax.persistence.*;

public class Person {
  @Column(name="_id") // comment this if you use alternative
  private String id;  // comment this if you use alternative
  // alternative to string mongo id, but then remove name '_id'
  // private Long id;
  private String firstName = null;
  private String lastName = null;
  private int level = 0;
  // getters and setters
  public String getId() {
    return id;
  public void setId(String id) { = id;
  public String getFirstName() {
    return firstName;
  public void setFirstName(String firstName) {
    this.firstName = firstName;
  public String getLastName() {
    return lastName;
  public void setLastName(String lastName) {
    this.lastName = lastName;
  public int getLevel() {
    return level;
  public void setLevel(int level) {
    this.level = level;
  // to string
  public String toString() {
    return "Person [id=" + id + ", firstName=" + firstName + ", lastName="
    + lastName + ", level=" + level + "]";

Note, you can use and long as id but then some type of searches will be slower.
If your project needs to work and with regular SQL DBs you should use long id, otherwise if project will stay forever with MongoDB use string for id since that is natural mongo id.

Then you need to add persistance.xml to your META-INF folder and specify there connection to your mongoDB.

<?xml version="1.0" encoding="UTF-8" ?>
<persistence xmlns=""
    xsi:schemaLocation="" version="1.0">

    <!-- Tutorial "unit" -->
    <persistence-unit name="Tutorial">
            <property name="datanucleus.ConnectionURL" value="mongodb:localhost/mng1"/>
            <property name="datanucleus.storeManagerType" value="mongodb" />
            <property name="datanucleus.autoCreateSchema" value="true" />


Libs that you will need for this projects are:

And add simple Main class that will create entity manager and do few CRUD operations.

import java.util.List;

import javax.persistence.EntityManager;
import javax.persistence.EntityManagerFactory;
import javax.persistence.Persistence;
import javax.persistence.Query;

import test.model.Person;

public class Main {

    public static void main(String[] args) {
        System.out.println("DataNucleus Tutorial with JPA");
        EntityManagerFactory emf = Persistence.createEntityManagerFactory("Tutorial");
        // Create entity manager
        EntityManager em = emf.createEntityManager();
        // if you need transactions i will not use them
        //EntityTransaction tx = em.getTransaction();
        System.out.println("Save entities");
        Person p = new Person();
        String id = p.getId();
        System.out.println("id: " + id);
        p = new Person();
        id = p.getId();
        System.out.println("id: " + id);
        // to save for sure in db
        System.out.println("find by id");
        em = emf.createEntityManager();
        Person p2 = em.find(Person.class, id);
        System.out.println("found: " + p2.toString());
        //em = emf.createEntityManager();
        String qstr = "SELECT p FROM " + Person.class.getName() +
            " p WHERE p.level >= 3 ";
        System.out.println("query: " + qstr);
        Query q = em.createQuery(qstr);
        List list = (List) q.getResultList();
        for (Person per : list) {
            System.out.println("person > " + per.toString());
        System.out.println("Remove from db");
        for (Person per : list) {


You just need to compile and run your project. For compile you can use maven. pom.xml that looks like this. If you use ant or you want to do it without compile scripts note that datanucleus needs to enchance (some type of compile time weaving) entity classes before you run your project.

<project xmlns=""
    <name>DataNucleus AccessPlatform Sample for MongoDB with JPA</name>
            <name>DataNucleus Repository</name>
            <version>[2.9, )</version>
            <version>[2.9, )</version>
            <version>[1.2, 1.3)</version>
            <version>[2.9, )</version>
            <version>[3.0, )</version>




To compile project, just start
> mvn clean compile

And to run main
> mvn exec:java

The zip with project files can be found here, source download or here .

Tell me what do you think about article, do you need NoSQL in your project, is JPA with NoSQL good or bad thing for you?


Anonymous said...

source download link seems to be broken. can you post source code somwehere else?

sasajovancic said...

Yes, you are right, try it now same link should work.
source link

Anonymous said...

Great work, Sale. :)

I've been just looking around for something similar.


ob1 said...

Hi there - can you offer the source code from a new location - the existing locations have expired...

Cheers, Col.

Caleb said...

Just another guy asking that you host this source code again as it has expired.

Ilja said...

I followed this tutorial and encountered with some problems. I had an exception in console:

javax.validation.ValidationException: Unable to find a default provider

I fixed this issue by adding next line to the persistence.xml:

<property name="datanucleus.validation.mode" value="none"/>

Vasyl Khrystiuk said...

Please update archive with project. Links is broken.

prathap kumar said...

Interesting Article

Spring Hibernate Training Online | Hibernate Training in Chennai

Hibernate Training Online | Java Online Course

prathap kumar said...

MongoDB Online Training | MongoDB Training in Chennai